Research Catalog

Title

Applications of data mining in computer security / edited by Daniel Barbarʹa, Sushil Jajodia.

Publication

Boston : Kluwer Academic Publishers, [2002], ©2002.

Items in the Library & Off-site

Holdings

Details

Additional Authors

• Barbara, Daniel.
• Jajodia, Sushil.

Description

xx, 252 pages : illustrations; 25 cm.

Summary

• "Applications of Data Mining in Computer Security concentrates heavily on the use of data mining in the area of intrusion detection. The reason for this is twofold. First, the volume of data dealing with both network and host activity is so large that it makes it an ideal candidate for using data mining techniques. Second, intrusion detection is an extremely critical activity. This book also addresses the application of data mining to computer forensics.
• This is a crucial area that seeks to address the needs of law enforcement in analyzing the digital evidence." "Applications of Data Mining in Computer Security is designed to meet the needs of a professional audience composed of researchers and practitioners in industry and graduate level students in computer science."--BOOK JACKET.

Series Statement

Advances in information security ; 6

Uniform Title

Advances in information security ; 6.

Subject

• Data mining
• Computer security

Bibliography (note)

• Includes bibliographical references and index.

Contents

1. Modern Intrusion Detection, Data Mining, and Degrees of Attack Guilt / Steven Noel, Duminda Wijesekera and Charles Youman -- 2. Data Mining for Intrusion Detection / Klaus Julisch -- 3. An Architecture for Anomaly Detection / Daniel Barbara, Julia Couto and Sushil Jajodia / [et al.] -- 4. A Geometric Framework for Unsupervised Anomaly Detection / Eleazar Eskin, Andrew Arnold and Michael Prerau / [et al.] -- 5. Fusing a Heterogeneous Alert Stream into Scenarios / Oliver Dain and Robert K. Cunningham -- 6. Using MIB II Variables for Network Intrusion Detection / Xinzhou Qin, Wenke Lee and Lundy Lewis / [et al.] -- 7. Adaptive Model Generation / Andrew Honig, Andrew Howard and Eleazar Eskin / [et al.] -- 8. Proactive Intrusion Detection / Joao B. D. Cabrera, Lundy Lewis and Xinzhou Qin / [et al.] -- 9. E-mail Authorship Attribution for Computer Forensics / Olivier de Vel, Alison Anderson and Mal Corney / [et al.].

ISBN

1402070543 (alk. paper)

LCCN

2002025668

OCLC

• ocm49421772
• SCSB-4322304

Owning Institutions

Columbia University Libraries